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Satellite Gravimetry Improves Seasonal Streamflow Forecast Initialization in Africa 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Getirana, Augusto;  Jung, Hahn Chul;  Arsenault, Kristi;  Shukla, Shraddhanand;  Kumar, Sujay;  Peters-Lidard, Christa;  Maigari, Issoufou;  Mamane, Bako
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
seasonal forecast  GRACE  data assimilation  terrestrial water storage  streawmflow  West Africa  
An Empirical Reevaluation of Streamflow Recession Analysis at the Continental Scale 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Tashie, Arik;  Pavelsky, Tamlin;  Band, Lawrence E.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
A Rainfall-Runoff Model With LSTM-Based Sequence-to-Sequence Learning 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Xiang, Zhongrun;  Yan, Jun;  Demir, Ibrahim
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11344-11354
作者:  Kratzert, Frederik;  Klotz, Daniel;  Herrnegger, Mathew;  Sampson, Alden K.;  Hochreiter, Sepp;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
prediction in ungauged basins  machine learning  CAMELS  LSTM  
Process-Guided Deep Learning Predictions of Lake Water Temperature 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Read, Jordan S.;  Jia, Xiaowei;  Willard, Jared;  Appling, Alison P.;  Zwart, Jacob A.;  Oliver, Samantha K.;  Karpatne, Anuj;  Hansen, Gretchen J. A.;  Hanson, Paul C.;  Watkins, William;  Steinbach, Michael;  Kumar, Vipin
收藏  |  浏览/下载：19/0  |  提交时间：2020/02/16
deep learning  lake modelling  temperature prediction  process-guided deep learning  theory-guided data science  data science  
Empirical Stream Thermal Sensitivities May Underestimate Stream Temperature Response to Climate Warming 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5453-5467
作者:  Leach, Jason A.;  Moore, R. Dan
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Revisiting the Analytical Solutions of Heat Transport in Fractured Reservoirs Using a Generalized Multirate Memory Function 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1405-1428
作者:  Zhou, Quanlin;  Oldenburg, Curtis M.;  Rutqvist, Jonny
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
analytical solution  fracture  rock matrix  heat transport  memory function  multirate diffusion  
Simulating Climate Change Impacts on Surface Water Resources Within a Lake-Affected Region Using Regional Climate Projections 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 130-155
作者:  Erler, Andre R.;  39;Orgeville, Marc
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
water resources  climate change  regional climate modeling  integrated hydrologic modeling  Great Lakes region  hydroclimatology  
Experimental Testing Scale Considerations for the Investigation of Bare-Soil Evaporation Dynamics in the Presence of Sustained Above-Ground Airflow 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8963-8982
作者:  Trautz, Andrew C.;  Illangasekare, Tissa H.;  Howington, Stacy
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
bare-soil evaporation  soil-atmosphere feedbacks  experimental scale considerations  intermediate-scale experimentation  wind tunnel  
Disaggregating Soil Moisture to Finer Spatial Resolutions: A Comparison of Alternatives 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 9456-9483
作者:  Ajami, Hoori;  Sharma, Ashish
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
soil moisture  disaggregation  autoregressive models  temporal stability  ParFlow